Yes, Strauss II was married twice. In 1858, he married Johanna Strauss (1825-1870), with whom he had nine children. She died in 1870, and he married Pauline de Ahna (1838-1919) in 1872, with whom he had two more children.
Strauss: The Waltz King - A Musical Journey through Johann Strauss II's Legacy